During April 2025, Hallefkt enhanced plasma profile calculation reliability in the pabloprf/MITIM-fusion repository by refining the argument order in the eped_profiler function, ensuring Ti_over_Te precedes netop_20 for consistent results. Using Python and leveraging data analysis skills within the plasma physics domain, Hallefkt also introduced instrumentation to log Ti/Te ratio deviations, improving traceability and enabling faster quality assurance across experiments. The work focused on preparing the codebase for stable production use, emphasizing reproducible diagnostics and streamlined QA. Although the scope was limited to a single feature, the changes addressed calculation accuracy and maintainability with disciplined version control practices.